Application of Intelligent Systems in Multi-modal Information Analytics: The 4th International Conference on Multi-modal Information Analytics (ICMMIA 2022), Volume 1

by Vijayan Sugumaran (Editor), A. G. Sreedevi (Editor), Zheng Xu (Editor)

Overview

This book provides comprehensive coverage of the latest advances and trends in information technology, science, and engineering. Specifically, it addresses a number of broad themes, including multimodal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multimodal application management; and web/social media mining for multimodal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers, and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

Product Details

ISBN-13:	9783031052361
Publisher:	Springer International Publishing
Publication date:	05/07/2022
Series:	Lecture Notes on Data Engineering and Communications Technologies , #136
Edition description:	1st ed. 2022
Pages:	1058
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

The Development Strategy of Industrial and Commercial Information Management under Mobile Internet Technology.- Design of Intelligent Response System for Business English (Training) Based on Improved GLR Algorithm.- A Power Grid Digital Twin Application Based on Tower Networking Technology.- The Influence of Internet + and AI on Social Work.- Data Visualization Technology in Power Grid Planning and Government Affairs Based on Association Rules Algorithm.- Artificial Intelligence Signal Processing Technology in Civil Aviation Electronic Information Engineering.- Tracking Algorithm of Leisure Mountaineering Based on Hadoop.- Application of Mean Clustering Algorithm in the Dynamic Simulation Design of Outdoor Leisure Facilities.- Illustration Art Design System Based on VR Virtual Reality Technology.- Big Data Technology and Risk Assessment of Small and Micro Enterprise Loans.- Distributed Hybrid Recommendation Algorithm in News Dissemination Innovation System.- Social Network Comment Public Opinion Monitoring and Consumer Behavior Prediction Algorithm Based on Big Data.- The Impact of Digital Transformation of Power Grid Enterprises on Business Value Model.- Prediction of Physical Properties of Water Molecular Force Field Based on Recurrent Neural Network.- Collaborative Decision Model and Information System of Logistics Value Chain Based on Deep Learning.- Data Analysis of Human Resource Performance Appraisal Based on Intelligent Attendance Web Platform.- Archives Cultural and Creative Cloud Service System Based on VR Virtual Reality Technology.- Implementation of a Comprehensive Service Platform for Cross-border E-commerce Based on Java.